Investigators say the three suspects, who were wearing black masks and armed with handguns, broke into a home in the 3600 block of North 13th Street around 3:30 a.m. Sunday.
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Police say the men threatened the homeowners and then ran off with the money.
No injuries were reported.
Police are still searching for the suspects.
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Anyone with any information is asked to call police at 215-686-TIPS.